Dataset statistics
| Number of variables | 69 |
|---|---|
| Number of observations | 424431 |
| Missing cells | 34652 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 223.4 MiB |
| Average record size in memory | 552.0 B |
Variable types
| CAT | 30 |
|---|---|
| NUM | 26 |
| BOOL | 11 |
| UNSUPPORTED | 2 |
EEA_PolicyYear has constant value "424431" | Constant |
Vehicle_Make_Description has a high cardinality: 7650 distinct values | High cardinality |
Driver_Total_Licensed_In_State is highly correlated with Driver_Total | High correlation |
Driver_Total is highly correlated with Driver_Total_Licensed_In_State | High correlation |
Driver_Maximum_Age is highly correlated with Driver_Minimum_Age | High correlation |
Driver_Minimum_Age is highly correlated with Driver_Maximum_Age | High correlation |
Severity is highly correlated with Loss_Amount | High correlation |
Loss_Amount is highly correlated with Severity | High correlation |
EEA_Prior_Bodily_Injury_Limit is highly correlated with Vehicle_Bodily_Injury_Limit | High correlation |
Vehicle_Bodily_Injury_Limit is highly correlated with EEA_Prior_Bodily_Injury_Limit | High correlation |
Vehicle_Bodily_Injury_Limit has 17326 (4.1%) missing values | Missing |
EEA_Prior_Bodily_Injury_Limit has 17326 (4.1%) missing values | Missing |
Vehicle_Days_Per_Week_Driven is highly skewed (γ1 = -58.63345215) | Skewed |
Loss_Amount is highly skewed (γ1 = 103.5190468) | Skewed |
Frequency is highly skewed (γ1 = 143.6096443) | Skewed |
Severity is highly skewed (γ1 = 108.4729269) | Skewed |
Loss_Ratio is highly skewed (γ1 = 288.7197059) | Skewed |
PolicyNo has unique values | Unique |
Policy_Zip_Code_Garaging_Location is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
EEA_Policy_Zip_Code_3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Driver_Total_Married has 165677 (39.0%) zeros | Zeros |
Driver_Total_Adult_Ages_50_64 has 301761 (71.1%) zeros | Zeros |
Vehicle_Driver_Points has 381289 (89.8%) zeros | Zeros |
EEA_Policy_Tenure has 41876 (9.9%) zeros | Zeros |
Claim_Count has 405562 (95.6%) zeros | Zeros |
Loss_Amount has 405562 (95.6%) zeros | Zeros |
Frequency has 405562 (95.6%) zeros | Zeros |
Severity has 405562 (95.6%) zeros | Zeros |
Loss_Ratio has 405564 (95.6%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-04 21:45:48.704708 |
|---|---|
| Analysis finished | 2020-11-04 21:55:26.630013 |
| Duration | 9 minutes and 37.93 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 424431 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 314487432 |
|---|---|
| Minimum | 164532941 |
| Maximum | 382348800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 164532941 |
|---|---|
| 5-th percentile | 192994033.5 |
| Q1 | 283244217 |
| median | 332617706 |
| Q3 | 361279753 |
| 95-th percentile | 376110250 |
| Maximum | 382348800 |
| Range | 217815859 |
| Interquartile range (IQR) | 78035536 |
Descriptive statistics
| Standard deviation | 57761418.75 |
|---|---|
| Coefficient of variation (CV) | 0.1836684486 |
| Kurtosis | -0.1758964826 |
| Mean | 314487432 |
| Median Absolute Deviation (MAD) | 33871796 |
| Skewness | -0.9510756048 |
| Sum | 1.334782153e+14 |
| Variance | 3.336381496e+15 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 379592700 | 1 | < 0.1% | |
| 331222808 | 1 | < 0.1% | |
| 365191202 | 1 | < 0.1% | |
| 350500905 | 1 | < 0.1% | |
| 373434400 | 1 | < 0.1% | |
| 361876902 | 1 | < 0.1% | |
| 242487340 | 1 | < 0.1% | |
| 340064305 | 1 | < 0.1% | |
| 357886003 | 1 | < 0.1% | |
| 341293905 | 1 | < 0.1% | |
| Other values (424421) | 424421 | > 99.9% |
| Value | Count | Frequency (%) | |
| 164532941 | 1 | < 0.1% | |
| 164533241 | 1 | < 0.1% | |
| 164534633 | 1 | < 0.1% | |
| 164534839 | 1 | < 0.1% | |
| 164534840 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 382348800 | 1 | < 0.1% | |
| 382162500 | 1 | < 0.1% | |
| 382057400 | 1 | < 0.1% | |
| 381735600 | 1 | < 0.1% | |
| 381713000 | 1 | < 0.1% |
Policy_Company
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Standard | |
|---|---|
| Preferred | 26643 |
| Value | Count | Frequency (%) | |
| Standard | 397788 | 93.7% | |
| Preferred | 26643 | 6.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Policy_Installment_Term
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 6 | |
|---|---|
| 12 | 15895 |
| Value | Count | Frequency (%) | |
| 6 | 408536 | 96.3% | |
| 12 | 15895 | 3.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.037450139 |
| Min length | 1 |
Policy_Billing_Code
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Direct Billed to Insured | |
|---|---|
| Premium Finance | 9087 |
| Value | Count | Frequency (%) | |
| Direct Billed to Insured | 415344 | 97.9% | |
| Premium Finance | 9087 | 2.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 24 |
|---|---|
| Median length | 24 |
| Mean length | 23.80731144 |
| Min length | 15 |
Policy_Method_Of_Payment
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Installment | |
|---|---|
| Pre-paid |
| Value | Count | Frequency (%) | |
| Installment | 213826 | 50.4% | |
| Pre-paid | 210605 | 49.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 9.511383476 |
| Min length | 8 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 374330 | 88.2% | |
| Y | 50101 | 11.8% |
Vehicle_Territory
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.05162912 |
|---|---|
| Minimum | 13 |
| Maximum | 37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 31 |
| Q3 | 35 |
| 95-th percentile | 35 |
| Maximum | 37 |
| Range | 24 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.186688377 |
|---|---|
| Coefficient of variation (CV) | 0.1348299106 |
| Kurtosis | 6.178835791 |
| Mean | 31.05162912 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.145050356 |
| Sum | 13179274 |
| Variance | 17.52835957 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 31 | 180388 | 42.5% | |
| 35 | 107854 | 25.4% | |
| 30 | 70212 | 16.5% | |
| 27 | 16609 | 3.9% | |
| 32 | 9381 | 2.2% | |
| 37 | 9041 | 2.1% | |
| 17 | 5335 | 1.3% | |
| 13 | 4836 | 1.1% | |
| 26 | 4346 | 1.0% | |
| 20 | 3415 | 0.8% | |
| Other values (6) | 13014 | 3.1% |
| Value | Count | Frequency (%) | |
| 13 | 4836 | 1.1% | |
| 15 | 1893 | 0.4% | |
| 16 | 2850 | 0.7% | |
| 17 | 5335 | 1.3% | |
| 18 | 1908 | 0.4% |
| Value | Count | Frequency (%) | |
| 37 | 9041 | 2.1% | |
| 36 | 3273 | 0.8% | |
| 35 | 107854 | 25.4% | |
| 32 | 9381 | 2.2% | |
| 31 | 180388 | 42.5% |
Vehicle_Make_Year
Real number (ℝ≥0)
| Distinct | 80 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1996.753482 |
|---|---|
| Minimum | 1924 |
| Maximum | 2008 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1924 |
|---|---|
| 5-th percentile | 1984 |
| Q1 | 1993 |
| median | 1998 |
| Q3 | 2002 |
| 95-th percentile | 2005 |
| Maximum | 2008 |
| Range | 84 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.388605208 |
|---|---|
| Coefficient of variation (CV) | 0.003700309165 |
| Kurtosis | 4.33133002 |
| Mean | 1996.753482 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.559986621 |
| Sum | 847484077 |
| Variance | 54.59148692 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2000 | 28768 | 6.8% | |
| 1999 | 27523 | 6.5% | |
| 2002 | 27243 | 6.4% | |
| 2001 | 26479 | 6.2% | |
| 2003 | 25933 | 6.1% | |
| 2004 | 25150 | 5.9% | |
| 1998 | 23959 | 5.6% | |
| 1997 | 23848 | 5.6% | |
| 2005 | 23240 | 5.5% | |
| 1995 | 22245 | 5.2% | |
| Other values (70) | 170043 | 40.1% |
| Value | Count | Frequency (%) | |
| 1924 | 2 | < 0.1% | |
| 1927 | 1 | < 0.1% | |
| 1928 | 6 | < 0.1% | |
| 1929 | 4 | < 0.1% | |
| 1930 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2008 | 32 | < 0.1% | |
| 2007 | 3818 | 0.9% | |
| 2006 | 16979 | 4.0% | |
| 2005 | 23240 | 5.5% | |
| 2004 | 25150 | 5.9% |
| Distinct | 7650 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| FORD F150 | 15599 |
|---|---|
| CHEV PICKUP1500 | 12165 |
| FORD RANGER | 10418 |
| CHEV S10 PICKUP | 7778 |
| CHEV SILVER1500 | 7411 |
| Other values (7645) |
| Value | Count | Frequency (%) | |
| FORD F150 | 15599 | 3.7% | |
| CHEV PICKUP1500 | 12165 | 2.9% | |
| FORD RANGER | 10418 | 2.5% | |
| CHEV S10 PICKUP | 7778 | 1.8% | |
| CHEV SILVER1500 | 7411 | 1.7% | |
| TYTA CAMRY | 6435 | 1.5% | |
| DODG RAM PU1500 | 6277 | 1.5% | |
| FORD EXPLORER | 6036 | 1.4% | |
| HOND ACCORD EX | 5725 | 1.3% | |
| HOND ACCORD LX | 4845 | 1.1% | |
| Other values (7640) | 341742 | 80.5% |
Unique
| Unique | 3133 ? |
|---|---|
| Unique (%) | 0.7% |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 16.99991518 |
| Min length | 16 |
Vehicle_Performance
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Standard | |
|---|---|
| Intermediate | 11381 |
| High | 5386 |
| Sports Premium | 1870 |
| Sports | 1081 |
| Value | Count | Frequency (%) | |
| Standard | 404713 | 95.4% | |
| Intermediate | 11381 | 2.7% | |
| High | 5386 | 1.3% | |
| Sports Premium | 1870 | 0.4% | |
| Sports | 1081 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 8.077840686 |
| Min length | 4 |
Vehicle_New_Cost_Amount
Real number (ℝ)
| Distinct | 177 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290.3339577 |
|---|---|
| Minimum | -1 |
| Maximum | 99999 |
| Zeros | 662 |
| Zeros (%) | 0.2% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | -1 |
| Maximum | 99999 |
| Range | 100000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2876.61906 |
|---|---|
| Coefficient of variation (CV) | 9.907966269 |
| Kurtosis | 308.1680916 |
| Mean | 290.3339577 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.72918365 |
| Sum | 123226732 |
| Variance | 8274937.214 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 417345 | 98.3% | |
| 0 | 662 | 0.2% | |
| 20000 | 619 | 0.1% | |
| 18000 | 434 | 0.1% | |
| 15000 | 413 | 0.1% | |
| 25000 | 397 | 0.1% | |
| 12000 | 375 | 0.1% | |
| 10000 | 350 | 0.1% | |
| 16000 | 260 | 0.1% | |
| 14000 | 244 | 0.1% | |
| Other values (167) | 3332 | 0.8% |
| Value | Count | Frequency (%) | |
| -1 | 417345 | 98.3% | |
| 0 | 662 | 0.2% | |
| 1 | 12 | < 0.1% | |
| 2 | 17 | < 0.1% | |
| 3 | 15 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 4 | < 0.1% | |
| 98203 | 2 | < 0.1% | |
| 98000 | 1 | < 0.1% | |
| 96000 | 1 | < 0.1% | |
| 95000 | 4 | < 0.1% |
Vehicle_Symbol
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.19234693 |
|---|---|
| Minimum | -1 |
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 11 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 27 |
| Range | 28 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.007122979 |
|---|---|
| Coefficient of variation (CV) | 0.3580234783 |
| Kurtosis | -0.0262732829 |
| Mean | 11.19234693 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2008648345 |
| Sum | 4750379 |
| Variance | 16.05703457 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 48122 | 11.3% | |
| 11 | 46364 | 10.9% | |
| 10 | 45188 | 10.6% | |
| 12 | 45133 | 10.6% | |
| 14 | 36734 | 8.7% | |
| 13 | 36180 | 8.5% | |
| 7 | 29851 | 7.0% | |
| 15 | 28355 | 6.7% | |
| 6 | 19994 | 4.7% | |
| 16 | 18643 | 4.4% | |
| Other values (18) | 69867 | 16.5% |
| Value | Count | Frequency (%) | |
| -1 | 25 | < 0.1% | |
| 1 | 681 | 0.2% | |
| 2 | 2071 | 0.5% | |
| 3 | 3889 | 0.9% | |
| 4 | 10099 | 2.4% |
| Value | Count | Frequency (%) | |
| 27 | 120 | < 0.1% | |
| 26 | 203 | < 0.1% | |
| 25 | 275 | 0.1% | |
| 24 | 616 | 0.1% | |
| 23 | 1110 | 0.3% |
Vehicle_Number_Of_Drivers_Assigned
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.39731782 |
|---|---|
| Minimum | 1 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 99 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 98 |
Descriptive statistics
| Standard deviation | 43.95258053 |
|---|---|
| Coefficient of variation (CV) | 1.547772251 |
| Kurtosis | -1.032115783 |
| Mean | 28.39731782 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9837752691 |
| Sum | 12052702 |
| Variance | 1931.829335 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 295837 | 69.7% | |
| 99 | 118544 | 27.9% | |
| 2 | 9283 | 2.2% | |
| 3 | 666 | 0.2% | |
| 4 | 74 | < 0.1% | |
| 5 | 18 | < 0.1% | |
| 6 | 6 | < 0.1% | |
| 8 | 2 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 295837 | 69.7% | |
| 2 | 9283 | 2.2% | |
| 3 | 666 | 0.2% | |
| 4 | 74 | < 0.1% | |
| 5 | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99 | 118544 | 27.9% | |
| 8 | 2 | < 0.1% | |
| 7 | 1 | < 0.1% | |
| 6 | 6 | < 0.1% | |
| 5 | 18 | < 0.1% |
Vehicle_Usage
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Pleasure | |
|---|---|
| Work | |
| Farm | |
| Business | 2798 |
| Value | Count | Frequency (%) | |
| Pleasure | 227389 | 53.6% | |
| Work | 155103 | 36.5% | |
| Farm | 39141 | 9.2% | |
| Business | 2798 | 0.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Vehicle_Miles_To_Work
Real number (ℝ)
| Distinct | 80 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.302400155 |
|---|---|
| Minimum | -1 |
| Maximum | 99 |
| Zeros | 1066 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | 6 |
| 95-th percentile | 16 |
| Maximum | 99 |
| Range | 100 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.698294062 |
|---|---|
| Coefficient of variation (CV) | 2.331120913 |
| Kurtosis | 14.42742285 |
| Mean | 3.302400155 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.000574705 |
| Sum | 1401641 |
| Variance | 59.26373146 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 266232 | 62.7% | |
| 10 | 30906 | 7.3% | |
| 5 | 18533 | 4.4% | |
| 12 | 12986 | 3.1% | |
| 8 | 11489 | 2.7% | |
| 6 | 9314 | 2.2% | |
| 3 | 8511 | 2.0% | |
| 14 | 8279 | 2.0% | |
| 4 | 7380 | 1.7% | |
| 2 | 7087 | 1.7% | |
| Other values (70) | 43714 | 10.3% |
| Value | Count | Frequency (%) | |
| -1 | 266232 | 62.7% | |
| 0 | 1066 | 0.3% | |
| 1 | 4148 | 1.0% | |
| 2 | 7087 | 1.7% | |
| 3 | 8511 | 2.0% |
| Value | Count | Frequency (%) | |
| 99 | 65 | < 0.1% | |
| 98 | 1 | < 0.1% | |
| 95 | 2 | < 0.1% | |
| 93 | 1 | < 0.1% | |
| 90 | 7 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.998798391 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 63 |
| Zeros (%) | < 0.1% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0807188444 |
|---|---|
| Coefficient of variation (CV) | 0.01614764951 |
| Kurtosis | 3884.678026 |
| Mean | 4.998798391 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -58.63345215 |
| Sum | 2121645 |
| Variance | 0.006515531842 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 424278 | > 99.9% | |
| 0 | 63 | < 0.1% | |
| -1 | 19 | < 0.1% | |
| 1 | 17 | < 0.1% | |
| 3 | 16 | < 0.1% | |
| 6 | 15 | < 0.1% | |
| 2 | 7 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 8 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 19 | < 0.1% | |
| 0 | 63 | < 0.1% | |
| 1 | 17 | < 0.1% | |
| 2 | 7 | < 0.1% | |
| 3 | 16 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 2 | < 0.1% | |
| 8 | 4 | < 0.1% | |
| 7 | 5 | < 0.1% | |
| 6 | 15 | < 0.1% | |
| 5 | 424278 | > 99.9% |
Vehicle_Annual_Miles
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Unknown | |
|---|---|
| 0 | 74 |
| 500000 | 4 |
| 20000 | 3 |
| 30000 | 2 |
| Other values (5) | 7 |
| Value | Count | Frequency (%) | |
| Unknown | 424341 | > 99.9% | |
| 0 | 74 | < 0.1% | |
| 500000 | 4 | < 0.1% | |
| 20000 | 3 | < 0.1% | |
| 30000 | 2 | < 0.1% | |
| 50000 | 2 | < 0.1% | |
| 60000 | 2 | < 0.1% | |
| 70000 | 1 | < 0.1% | |
| 100000 | 1 | < 0.1% | |
| 150000 | 1 | < 0.1% |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.998892635 |
| Min length | 1 |
Vehicle_Anti_Theft_Device
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Not Applicable | |
|---|---|
| Passive Disabling-Vehicle Recovery | |
| Alarm Only | |
| Active Disabling | 10578 |
| Unknown | 5 |
| Value | Count | Frequency (%) | |
| Not Applicable | 248634 | 58.6% | |
| Passive Disabling-Vehicle Recovery | 133362 | 31.4% | |
| Alarm Only | 31852 | 7.5% | |
| Active Disabling | 10578 | 2.5% | |
| Unknown | 5 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 34 |
|---|---|
| Median length | 14 |
| Mean length | 20.03385003 |
| Min length | 7 |
Vehicle_Passive_Restraint
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N | |
| Unknown | 81 |
| Value | Count | Frequency (%) | |
| Y | 311935 | 73.5% | |
| N | 112415 | 26.5% | |
| Unknown | 81 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 1.001145062 |
| Min length | 1 |
Vehicle_Age_In_Years
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.03712971 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 9 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.57615158 |
|---|---|
| Coefficient of variation (CV) | 0.3660798772 |
| Kurtosis | -0.4468997879 |
| Mean | 7.03712971 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.9887744872 |
| Sum | 2986776 |
| Variance | 6.636556966 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 9 | 225601 | 53.2% | |
| 8 | 28145 | 6.6% | |
| 7 | 28094 | 6.6% | |
| 5 | 27122 | 6.4% | |
| 6 | 26797 | 6.3% | |
| 4 | 25740 | 6.1% | |
| 3 | 24604 | 5.8% | |
| 2 | 23057 | 5.4% | |
| 1 | 15271 | 3.6% |
| Value | Count | Frequency (%) | |
| 1 | 15271 | 3.6% | |
| 2 | 23057 | 5.4% | |
| 3 | 24604 | 5.8% | |
| 4 | 25740 | 6.1% | |
| 5 | 27122 | 6.4% |
| Value | Count | Frequency (%) | |
| 9 | 225601 | 53.2% | |
| 8 | 28145 | 6.6% | |
| 7 | 28094 | 6.6% | |
| 6 | 26797 | 6.3% | |
| 5 | 27122 | 6.4% |
Vehicle_Med_Pay_Limit
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2787.138772 |
|---|---|
| Minimum | -1 |
| Maximum | 50000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 1000 |
| median | 1000 |
| Q3 | 5000 |
| 95-th percentile | 10000 |
| Maximum | 50000 |
| Range | 50001 |
| Interquartile range (IQR) | 4000 |
Descriptive statistics
| Standard deviation | 6182.910179 |
|---|---|
| Coefficient of variation (CV) | 2.218371845 |
| Kurtosis | 41.00030559 |
| Mean | 2787.138772 |
| Median Absolute Deviation (MAD) | 1001 |
| Skewness | 6.002753412 |
| Sum | 1182948096 |
| Variance | 38228378.29 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1000 | 194993 | 45.9% | |
| -1 | 98904 | 23.3% | |
| 5000 | 95446 | 22.5% | |
| 2000 | 13817 | 3.3% | |
| 10000 | 12059 | 2.8% | |
| 50000 | 5292 | 1.2% | |
| 25000 | 3920 | 0.9% |
| Value | Count | Frequency (%) | |
| -1 | 98904 | 23.3% | |
| 1000 | 194993 | 45.9% | |
| 2000 | 13817 | 3.3% | |
| 5000 | 95446 | 22.5% | |
| 10000 | 12059 | 2.8% |
| Value | Count | Frequency (%) | |
| 50000 | 5292 | 1.2% | |
| 25000 | 3920 | 0.9% | |
| 10000 | 12059 | 2.8% | |
| 5000 | 95446 | 22.5% | |
| 2000 | 13817 | 3.3% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17326 |
| Missing (%) | 4.1% |
| Memory size | 3.2 MiB |
| 25-50 | |
|---|---|
| 100-300 | |
| 50-100 | |
| 250-500 | |
| 500-500 | 837 |
| Other values (3) | 1161 |
| Value | Count | Frequency (%) | |
| 25-50 | 145145 | 34.2% | |
| 100-300 | 130255 | 30.7% | |
| 50-100 | 107950 | 25.4% | |
| 250-500 | 21757 | 5.1% | |
| 500-500 | 837 | 0.2% | |
| 300-500 | 617 | 0.1% | |
| 100-500 | 502 | 0.1% | |
| 1M-1M | 42 | < 0.1% | |
| (Missing) | 17326 | 4.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.836713152 |
| Min length | 3 |
Vehicle_Physical_Damage_Limit
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48008.89346 |
|---|---|
| Minimum | -1 |
| Maximum | 1000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 25000 |
| Q1 | 25000 |
| median | 50000 |
| Q3 | 50000 |
| 95-th percentile | 100000 |
| Maximum | 1000000 |
| Range | 1000001 |
| Interquartile range (IQR) | 25000 |
Descriptive statistics
| Standard deviation | 37280.72648 |
|---|---|
| Coefficient of variation (CV) | 0.7765379243 |
| Kurtosis | 62.80490013 |
| Mean | 48008.89346 |
| Median Absolute Deviation (MAD) | 25000 |
| Skewness | 5.255850276 |
| Sum | 2.037646266e+10 |
| Variance | 1389852567 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 50000 | 167950 | 39.6% | |
| 25000 | 146600 | 34.5% | |
| 100000 | 61109 | 14.4% | |
| 35000 | 27138 | 6.4% | |
| -1 | 17338 | 4.1% | |
| 250000 | 3629 | 0.9% | |
| 500000 | 642 | 0.2% | |
| 1000000 | 25 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 17338 | 4.1% | |
| 25000 | 146600 | 34.5% | |
| 35000 | 27138 | 6.4% | |
| 50000 | 167950 | 39.6% | |
| 100000 | 61109 | 14.4% |
| Value | Count | Frequency (%) | |
| 1000000 | 25 | < 0.1% | |
| 500000 | 642 | 0.2% | |
| 250000 | 3629 | 0.9% | |
| 100000 | 61109 | 14.4% | |
| 50000 | 167950 | 39.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y | 16945 |
| Value | Count | Frequency (%) | |
| N | 407486 | 96.0% | |
| Y | 16945 | 4.0% |
Vehicle_Comprehensive_Coverage_Limit
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5939.581496 |
|---|---|
| Minimum | -1 |
| Maximum | 1000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | -1 |
| Maximum | 1000000 |
| Range | 1000001 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 39558.29284 |
|---|---|
| Coefficient of variation (CV) | 6.660114499 |
| Kurtosis | 129.1706939 |
| Mean | 5939.581496 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.1791575 |
| Sum | 2520942514 |
| Variance | 1564858532 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 407486 | 96.0% | |
| 75000 | 8026 | 1.9% | |
| 100000 | 5179 | 1.2% | |
| 300000 | 2037 | 0.5% | |
| 500000 | 1386 | 0.3% | |
| 200000 | 272 | 0.1% | |
| 1000000 | 37 | < 0.1% | |
| 750000 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 407486 | 96.0% | |
| 75000 | 8026 | 1.9% | |
| 100000 | 5179 | 1.2% | |
| 200000 | 272 | 0.1% | |
| 300000 | 2037 | 0.5% |
| Value | Count | Frequency (%) | |
| 1000000 | 37 | < 0.1% | |
| 750000 | 8 | < 0.1% | |
| 500000 | 1386 | 0.3% | |
| 300000 | 2037 | 0.5% | |
| 200000 | 272 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 258725 | 61.0% | |
| N | 165706 | 39.0% |
Vehicle_Collision_Coverage_Deductible
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 295.7718546 |
|---|---|
| Minimum | -1 |
| Maximum | 3000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | 250 |
| Q3 | 500 |
| 95-th percentile | 500 |
| Maximum | 3000 |
| Range | 3001 |
| Interquartile range (IQR) | 501 |
Descriptive statistics
| Standard deviation | 277.2630639 |
|---|---|
| Coefficient of variation (CV) | 0.9374220691 |
| Kurtosis | 2.652845744 |
| Mean | 295.7718546 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0.7289422631 |
| Sum | 125534744 |
| Variance | 76874.80659 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 500 | 193364 | 45.6% | |
| -1 | 165706 | 39.0% | |
| 250 | 44714 | 10.5% | |
| 1000 | 16607 | 3.9% | |
| 100 | 2664 | 0.6% | |
| 200 | 842 | 0.2% | |
| 2000 | 205 | < 0.1% | |
| 50 | 203 | < 0.1% | |
| 3000 | 126 | < 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 165706 | 39.0% | |
| 50 | 203 | < 0.1% | |
| 100 | 2664 | 0.6% | |
| 200 | 842 | 0.2% | |
| 250 | 44714 | 10.5% |
| Value | Count | Frequency (%) | |
| 3000 | 126 | < 0.1% | |
| 2000 | 205 | < 0.1% | |
| 1000 | 16607 | 3.9% | |
| 500 | 193364 | 45.6% | |
| 250 | 44714 | 10.5% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 34 |
| 4 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 374495 | 88.2% | |
| 2 | 49898 | 11.8% | |
| 3 | 34 | < 0.1% | |
| 4 | 4 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Male
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 2537 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 222967 | 52.5% | |
| 0 | 198925 | 46.9% | |
| 2 | 2537 | 0.6% | |
| 3 | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Female
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 3837 |
| 3 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 238676 | 56.2% | |
| 0 | 181914 | 42.9% | |
| 2 | 3837 | 0.9% | |
| 3 | 4 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Single
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 2201 |
| 3 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 324055 | 76.4% | |
| 1 | 98170 | 23.1% | |
| 2 | 2201 | 0.5% | |
| 3 | 5 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6974019334 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 165677 |
| Zeros (%) | 39.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6217794059 |
|---|---|
| Coefficient of variation (CV) | 0.8915653602 |
| Kurtosis | -0.6553071907 |
| Mean | 0.6974019334 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3175130168 |
| Sum | 295999 |
| Variance | 0.3866096296 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 221521 | 52.2% | |
| 0 | 165677 | 39.0% | |
| 2 | 37224 | 8.8% | |
| 3 | 6 | < 0.1% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 165677 | 39.0% | |
| 1 | 221521 | 52.2% | |
| 2 | 37224 | 8.8% | |
| 3 | 6 | < 0.1% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 3 | < 0.1% | |
| 3 | 6 | < 0.1% | |
| 2 | 37224 | 8.8% | |
| 1 | 221521 | 52.2% | |
| 0 | 165677 | 39.0% |
Driver_Total_Related_To_Insured_Self
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 279 |
| Value | Count | Frequency (%) | |
| 1 | 326155 | 76.8% | |
| 0 | 97997 | 23.1% | |
| 2 | 279 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Related_To_Insured_Spouse
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 173 |
| Value | Count | Frequency (%) | |
| 0 | 317634 | 74.8% | |
| 1 | 106624 | 25.1% | |
| 2 | 173 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Related_To_Insured_Child
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 31314 |
| 2 | 223 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 392893 | 92.6% | |
| 1 | 31314 | 7.4% | |
| 2 | 223 | 0.1% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.113450714 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 1468 |
| Zeros (%) | 0.3% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3281983557 |
|---|---|
| Coefficient of variation (CV) | 0.2947578654 |
| Kurtosis | 3.829329408 |
| Mean | 1.113450714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.150883335 |
| Sum | 472583 |
| Variance | 0.1077141607 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 373385 | 88.0% | |
| 2 | 49540 | 11.7% | |
| 0 | 1468 | 0.3% | |
| 3 | 34 | < 0.1% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1468 | 0.3% | |
| 1 | 373385 | 88.0% | |
| 2 | 49540 | 11.7% | |
| 3 | 34 | < 0.1% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 4 | < 0.1% | |
| 3 | 34 | < 0.1% | |
| 2 | 49540 | 11.7% | |
| 1 | 373385 | 88.0% | |
| 0 | 1468 | 0.3% |
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.225443 |
|---|---|
| Minimum | 0 |
| Maximum | 99 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 34 |
| median | 46 |
| Q3 | 57 |
| 95-th percentile | 74 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.9579441 |
|---|---|
| Coefficient of variation (CV) | 0.3452199278 |
| Kurtosis | -0.5122435381 |
| Mean | 46.225443 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2161092671 |
| Sum | 19619511 |
| Variance | 254.6559798 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 42 | 10306 | 2.4% | |
| 43 | 10152 | 2.4% | |
| 46 | 10147 | 2.4% | |
| 45 | 10101 | 2.4% | |
| 41 | 10011 | 2.4% | |
| 44 | 9923 | 2.3% | |
| 49 | 9922 | 2.3% | |
| 48 | 9874 | 2.3% | |
| 47 | 9683 | 2.3% | |
| 50 | 9650 | 2.3% | |
| Other values (76) | 324662 | 76.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 15 | 2 | < 0.1% | |
| 16 | 3430 | 0.8% | |
| 17 | 4224 | 1.0% | |
| 18 | 4665 | 1.1% |
| Value | Count | Frequency (%) | |
| 99 | 14 | < 0.1% | |
| 98 | 7 | < 0.1% | |
| 97 | 13 | < 0.1% | |
| 96 | 28 | < 0.1% | |
| 95 | 22 | < 0.1% |
| Distinct | 86 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.26590895 |
|---|---|
| Minimum | 0 |
| Maximum | 99 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 36 |
| median | 47 |
| Q3 | 58 |
| 95-th percentile | 75 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 15.66376222 |
|---|---|
| Coefficient of variation (CV) | 0.3313966149 |
| Kurtosis | -0.4630305637 |
| Mean | 47.26590895 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2087235089 |
| Sum | 20061117 |
| Variance | 245.353447 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 46 | 10603 | 2.5% | |
| 43 | 10551 | 2.5% | |
| 42 | 10546 | 2.5% | |
| 45 | 10526 | 2.5% | |
| 49 | 10416 | 2.5% | |
| 41 | 10347 | 2.4% | |
| 48 | 10328 | 2.4% | |
| 44 | 10319 | 2.4% | |
| 47 | 10070 | 2.4% | |
| 50 | 10056 | 2.4% | |
| Other values (76) | 320669 | 75.6% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 16 | 2260 | 0.5% | |
| 17 | 3000 | 0.7% | |
| 18 | 3451 | 0.8% |
| Value | Count | Frequency (%) | |
| 99 | 16 | < 0.1% | |
| 98 | 10 | < 0.1% | |
| 97 | 13 | < 0.1% | |
| 96 | 30 | < 0.1% | |
| 95 | 23 | < 0.1% |
Driver_Total_Teenager_Age_15_19
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 16957 |
| 2 | 131 |
| Value | Count | Frequency (%) | |
| 0 | 407343 | 96.0% | |
| 1 | 16957 | 4.0% | |
| 2 | 131 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_College_Ages_20_23
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 18399 |
| 2 | 483 |
| Value | Count | Frequency (%) | |
| 0 | 405549 | 95.6% | |
| 1 | 18399 | 4.3% | |
| 2 | 483 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Young_Adult_Ages_24_29
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 33055 |
| 2 | 2016 |
| Value | Count | Frequency (%) | |
| 0 | 389360 | 91.7% | |
| 1 | 33055 | 7.8% | |
| 2 | 2016 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Low_Middle_Adult_Ages_30_39
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 5527 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 339962 | 80.1% | |
| 1 | 78941 | 18.6% | |
| 2 | 5527 | 1.3% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Middle_Adult_Ages_40_49
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 5509 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 317015 | 74.7% | |
| 1 | 101906 | 24.0% | |
| 2 | 5509 | 1.3% | |
| 3 | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3081655204 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 301761 |
| Zeros (%) | 71.1% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.501503267 |
|---|---|
| Coefficient of variation (CV) | 1.627382798 |
| Kurtosis | 0.5656378634 |
| Mean | 0.3081655204 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.279408391 |
| Sum | 130795 |
| Variance | 0.2515055268 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 301761 | 71.1% | |
| 1 | 114548 | 27.0% | |
| 2 | 8120 | 1.9% | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 301761 | 71.1% | |
| 1 | 114548 | 27.0% | |
| 2 | 8120 | 1.9% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 2 | 8120 | 1.9% | |
| 1 | 114548 | 27.0% | |
| 0 | 301761 | 71.1% |
Driver_Total_Senior_Ages_65_69
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 24225 |
| 2 | 927 |
| Value | Count | Frequency (%) | |
| 0 | 399279 | 94.1% | |
| 1 | 24225 | 5.7% | |
| 2 | 927 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Driver_Total_Upper_Senior_Ages_70_plus
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 0 | |
|---|---|
| 1 | 35996 |
| 2 | 2471 |
| Value | Count | Frequency (%) | |
| 0 | 385964 | 90.9% | |
| 1 | 35996 | 8.5% | |
| 2 | 2471 | 0.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 383191 | 90.3% | |
| Y | 41240 | 9.7% |
Vehicle_Youthful_Driver_Training_Code
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Not Applicable | |
|---|---|
| With or Without Driver Training | 20305 |
| Without Driver Training | 17635 |
| With Driver Training | 3300 |
| Value | Count | Frequency (%) | |
| Not Applicable | 383191 | 90.3% | |
| With or Without Driver Training | 20305 | 4.8% | |
| Without Driver Training | 17635 | 4.2% | |
| With Driver Training | 3300 | 0.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 31 |
|---|---|
| Median length | 31 |
| Mean length | 31 |
| Min length | 31 |
Vehicle_Youthful_Good_Student_Code
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Not Eligible for Good Student Credit | |
|---|---|
| Eligible for Good Student Credit | 5869 |
| Value | Count | Frequency (%) | |
| Not Eligible for Good Student Credit | 418562 | 98.6% | |
| Eligible for Good Student Credit | 5869 | 1.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1197650501 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros | 381289 |
| Zeros (%) | 89.8% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3838138993 |
|---|---|
| Coefficient of variation (CV) | 3.204723739 |
| Kurtosis | 17.48905802 |
| Mean | 0.1197650501 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.744983882 |
| Sum | 50832 |
| Variance | 0.1473131093 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 381289 | 89.8% | |
| 1 | 36431 | 8.6% | |
| 2 | 5905 | 1.4% | |
| 3 | 670 | 0.2% | |
| 4 | 108 | < 0.1% | |
| 5 | 21 | < 0.1% | |
| 6 | 5 | < 0.1% | |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 381289 | 89.8% | |
| 1 | 36431 | 8.6% | |
| 2 | 5905 | 1.4% | |
| 3 | 670 | 0.2% | |
| 4 | 108 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7 | 2 | < 0.1% | |
| 6 | 5 | < 0.1% | |
| 5 | 21 | < 0.1% | |
| 4 | 108 | < 0.1% | |
| 3 | 670 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 255658 | 60.2% | |
| N | 168773 | 39.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 306084 | 72.1% | |
| Y | 118347 | 27.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 374855 | 88.3% | |
| N | 49576 | 11.7% |
| Distinct | 463 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.886340772 |
|---|---|
| Minimum | -1 |
| Maximum | 54 |
| Zeros | 41876 |
| Zeros (%) | 9.9% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.2 |
| median | 3.5 |
| Q3 | 8.3 |
| 95-th percentile | 19.8 |
| Maximum | 54 |
| Range | 55 |
| Interquartile range (IQR) | 7.1 |
Descriptive statistics
| Standard deviation | 6.646431763 |
|---|---|
| Coefficient of variation (CV) | 1.129127929 |
| Kurtosis | 4.850752332 |
| Mean | 5.886340772 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.970534277 |
| Sum | 2498345.5 |
| Variance | 44.17505518 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 41876 | 9.9% | |
| 0.5 | 29084 | 6.9% | |
| 1 | 27607 | 6.5% | |
| 2 | 21991 | 5.2% | |
| 1.5 | 21816 | 5.1% | |
| 2.5 | 18426 | 4.3% | |
| 3 | 17414 | 4.1% | |
| 3.5 | 14086 | 3.3% | |
| 4 | 12520 | 2.9% | |
| 4.5 | 10407 | 2.5% | |
| Other values (453) | 209204 | 49.3% |
| Value | Count | Frequency (%) | |
| -1 | 41 | < 0.1% | |
| 0 | 41876 | 9.9% | |
| 0.1 | 111 | < 0.1% | |
| 0.2 | 315 | 0.1% | |
| 0.3 | 1095 | 0.3% |
| Value | Count | Frequency (%) | |
| 54 | 1 | < 0.1% | |
| 53.5 | 1 | < 0.1% | |
| 47.9 | 1 | < 0.1% | |
| 47.7 | 4 | < 0.1% | |
| 47.6 | 4 | < 0.1% |
EEA_Agency_Type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Hybrid | |
|---|---|
| Preferred | |
| Standard | |
| Non-standard |
| Value | Count | Frequency (%) | |
| Hybrid | 122522 | 28.9% | |
| Preferred | 109248 | 25.7% | |
| Standard | 103007 | 24.3% | |
| Non-standard | 89654 | 21.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 8.524985216 |
| Min length | 6 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 224758 | 53.0% | |
| Y | 199673 | 47.0% |
EEA_Full_Coverage_Indicator
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 260490 | 61.4% | |
| N | 163941 | 38.6% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17326 |
| Missing (%) | 4.1% |
| Memory size | 3.2 MiB |
| 20-50 | |
|---|---|
| 100-200 | |
| 40-100 | |
| 100-400 | |
| 300-300 | 837 |
| Other values (3) | 1161 |
| Value | Count | Frequency (%) | |
| 20-50 | 145145 | 34.2% | |
| 100-200 | 130255 | 30.7% | |
| 40-100 | 107950 | 25.4% | |
| 100-400 | 21757 | 5.1% | |
| 300-300 | 837 | 0.2% | |
| 200-400 | 617 | 0.1% | |
| 75-300 | 502 | 0.1% | |
| 750-750 | 42 | < 0.1% | |
| (Missing) | 17326 | 4.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.151579409 |
| Min length | 3 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 2006 |
|---|
| Value | Count | Frequency (%) | |
| 2006 | 424431 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
SYS_Renewed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Y | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| Y | 376208 | 88.6% | |
| N | 48223 | 11.4% |
SYS_New_Business
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| N | |
|---|---|
| Y |
| Value | Count | Frequency (%) | |
| N | 381786 | 90.0% | |
| Y | 42645 | 10.0% |
Annual_Premium
Real number (ℝ≥0)
| Distinct | 24777 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 335.3542278 |
|---|---|
| Minimum | 0.54 |
| Maximum | 3941.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0.54 |
|---|---|
| 5-th percentile | 107.06 |
| Q1 | 157.94 |
| median | 328.58 |
| Q3 | 445.2 |
| 95-th percentile | 666.74 |
| Maximum | 3941.08 |
| Range | 3940.54 |
| Interquartile range (IQR) | 287.26 |
Descriptive statistics
| Standard deviation | 206.2913852 |
|---|---|
| Coefficient of variation (CV) | 0.615144728 |
| Kurtosis | 10.04070716 |
| Mean | 335.3542278 |
| Median Absolute Deviation (MAD) | 147.32 |
| Skewness | 1.86363903 |
| Sum | 142334730.2 |
| Variance | 42556.13562 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 120.84 | 3687 | 0.9% | |
| 124.02 | 2542 | 0.6% | |
| 133.56 | 2437 | 0.6% | |
| 135.68 | 2363 | 0.6% | |
| 130.38 | 2343 | 0.6% | |
| 137.8 | 2286 | 0.5% | |
| 125.08 | 2268 | 0.5% | |
| 129.32 | 2060 | 0.5% | |
| 138.86 | 2057 | 0.5% | |
| 132.5 | 2002 | 0.5% | |
| Other values (24767) | 400386 | 94.3% |
| Value | Count | Frequency (%) | |
| 0.54 | 1 | < 0.1% | |
| 0.56 | 1 | < 0.1% | |
| 0.58 | 3 | < 0.1% | |
| 0.6 | 1 | < 0.1% | |
| 0.61 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3941.08 | 1 | < 0.1% | |
| 3710 | 1 | < 0.1% | |
| 3591.28 | 1 | < 0.1% | |
| 3538.28 | 1 | < 0.1% | |
| 3535.1 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04689337018 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 405562 |
| Zeros (%) | 95.6% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2235972157 |
|---|---|
| Coefficient of variation (CV) | 4.768205288 |
| Kurtosis | 30.01077819 |
| Mean | 0.04689337018 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.113148748 |
| Sum | 19903 |
| Variance | 0.04999571485 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 1 | 17912 | 4.2% | |
| 2 | 893 | 0.2% | |
| 3 | 52 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 1 | 17912 | 4.2% | |
| 2 | 893 | 0.2% | |
| 3 | 52 | < 0.1% | |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 1 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 3 | 52 | < 0.1% | |
| 2 | 893 | 0.2% | |
| 1 | 17912 | 4.2% |
| Distinct | 15891 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 235.4292386 |
|---|---|
| Minimum | 0 |
| Maximum | 1072291.86 |
| Zeros | 405562 |
| Zeros (%) | 95.6% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1072291.86 |
| Range | 1072291.86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3399.225402 |
|---|---|
| Coefficient of variation (CV) | 14.43841649 |
| Kurtosis | 25330.3197 |
| Mean | 235.4292386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 103.5190468 |
| Sum | 99923467.17 |
| Variance | 11554733.33 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 54.5 | 1463 | 0.3% | |
| 1090 | 260 | 0.1% | |
| 49.05 | 212 | < 0.1% | |
| 43.6 | 102 | < 0.1% | |
| 109 | 101 | < 0.1% | |
| 38.15 | 74 | < 0.1% | |
| 2180 | 55 | < 0.1% | |
| 5450 | 49 | < 0.1% | |
| 27.25 | 49 | < 0.1% | |
| Other values (15881) | 16504 | 3.9% |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 0.1 | 1 | < 0.1% | |
| 0.11 | 1 | < 0.1% | |
| 4.46 | 1 | < 0.1% | |
| 6.49 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1072291.86 | 1 | < 0.1% | |
| 445481.09 | 1 | < 0.1% | |
| 327000 | 1 | < 0.1% | |
| 299750 | 1 | < 0.1% | |
| 297025 | 1 | < 0.1% |
| Distinct | 781 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1150178582 |
|---|---|
| Minimum | 0 |
| Maximum | 370.3703704 |
| Zeros | 405562 |
| Zeros (%) | 95.6% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 370.3703704 |
| Range | 370.3703704 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.636176241 |
|---|---|
| Coefficient of variation (CV) | 14.22541044 |
| Kurtosis | 27634.88023 |
| Mean | 0.1150178582 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 143.6096443 |
| Sum | 48817.14456 |
| Variance | 2.677072691 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 2 | 15167 | 3.6% | |
| 1 | 1014 | 0.2% | |
| 4 | 729 | 0.2% | |
| 4.135649297 | 91 | < 0.1% | |
| 4.066693778 | 88 | < 0.1% | |
| 6 | 39 | < 0.1% | |
| 4.111842105 | 37 | < 0.1% | |
| 4.022526146 | 30 | < 0.1% | |
| 4.08997955 | 29 | < 0.1% | |
| Other values (771) | 1645 | 0.4% |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 1 | 1014 | 0.2% | |
| 1.00270731 | 4 | < 0.1% | |
| 1.005530417 | 3 | < 0.1% | |
| 1.008267796 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 370.3703704 | 3 | < 0.1% | |
| 357.1428571 | 1 | < 0.1% | |
| 185.1851852 | 5 | < 0.1% | |
| 181.8181818 | 4 | < 0.1% | |
| 121.9512195 | 2 | < 0.1% |
| Distinct | 15896 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226.7193418 |
|---|---|
| Minimum | 0 |
| Maximum | 1072291.86 |
| Zeros | 405562 |
| Zeros (%) | 95.6% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1072291.86 |
| Range | 1072291.86 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3337.804293 |
|---|---|
| Coefficient of variation (CV) | 14.72218588 |
| Kurtosis | 27222.21876 |
| Mean | 226.7193418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 108.4729269 |
| Sum | 96226716.98 |
| Variance | 11140937.5 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 54.5 | 1569 | 0.4% | |
| 1090 | 260 | 0.1% | |
| 49.05 | 224 | 0.1% | |
| 43.6 | 108 | < 0.1% | |
| 38.15 | 78 | < 0.1% | |
| 2180 | 55 | < 0.1% | |
| 27.25 | 50 | < 0.1% | |
| 5450 | 49 | < 0.1% | |
| 51.775 | 25 | < 0.1% | |
| Other values (15886) | 16451 | 3.9% |
| Value | Count | Frequency (%) | |
| 0 | 405562 | 95.6% | |
| 0.1 | 1 | < 0.1% | |
| 0.11 | 1 | < 0.1% | |
| 4.46 | 1 | < 0.1% | |
| 6.49 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1072291.86 | 1 | < 0.1% | |
| 445481.09 | 1 | < 0.1% | |
| 327000 | 1 | < 0.1% | |
| 299750 | 1 | < 0.1% | |
| 297025 | 1 | < 0.1% |
| Distinct | 4417 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.154622589 |
|---|---|
| Minimum | 0 |
| Maximum | 24787.14 |
| Zeros | 405564 |
| Zeros (%) | 95.6% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 24787.14 |
| Range | 24787.14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.15386795 |
|---|---|
| Coefficient of variation (CV) | 47.76787539 |
| Kurtosis | 112442.5218 |
| Mean | 1.154622589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 288.7197059 |
| Sum | 490057.62 |
| Variance | 3041.949149 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 405564 | 95.6% | |
| 0.12 | 191 | < 0.1% | |
| 0.13 | 168 | < 0.1% | |
| 0.14 | 148 | < 0.1% | |
| 0.11 | 140 | < 0.1% | |
| 0.15 | 128 | < 0.1% | |
| 0.16 | 110 | < 0.1% | |
| 0.09 | 104 | < 0.1% | |
| 0.1 | 94 | < 0.1% | |
| 0.17 | 88 | < 0.1% | |
| Other values (4407) | 17696 | 4.2% |
| Value | Count | Frequency (%) | |
| 0 | 405564 | 95.6% | |
| 0.01 | 2 | < 0.1% | |
| 0.02 | 3 | < 0.1% | |
| 0.03 | 6 | < 0.1% | |
| 0.04 | 22 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24787.14 | 1 | < 0.1% | |
| 15229.18 | 1 | < 0.1% | |
| 8443.02 | 1 | < 0.1% | |
| 6409.68 | 1 | < 0.1% | |
| 5649.71 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PolicyNo | Policy_Company | Policy_Installment_Term | Policy_Billing_Code | Policy_Method_Of_Payment | Policy_Reinstatement_Fee_Indicator | Policy_Zip_Code_Garaging_Location | Vehicle_Territory | Vehicle_Make_Year | Vehicle_Make_Description | Vehicle_Performance | Vehicle_New_Cost_Amount | Vehicle_Symbol | Vehicle_Number_Of_Drivers_Assigned | Vehicle_Usage | Vehicle_Miles_To_Work | Vehicle_Days_Per_Week_Driven | Vehicle_Annual_Miles | Vehicle_Anti_Theft_Device | Vehicle_Passive_Restraint | Vehicle_Age_In_Years | Vehicle_Med_Pay_Limit | Vehicle_Bodily_Injury_Limit | Vehicle_Physical_Damage_Limit | Vehicle_Comprehensive_Coverage_Indicator | Vehicle_Comprehensive_Coverage_Limit | Vehicle_Collision_Coverage_Indicator | Vehicle_Collision_Coverage_Deductible | Driver_Total | Driver_Total_Male | Driver_Total_Female | Driver_Total_Single | Driver_Total_Married | Driver_Total_Related_To_Insured_Self | Driver_Total_Related_To_Insured_Spouse | Driver_Total_Related_To_Insured_Child | Driver_Total_Licensed_In_State | Driver_Minimum_Age | Driver_Maximum_Age | Driver_Total_Teenager_Age_15_19 | Driver_Total_College_Ages_20_23 | Driver_Total_Young_Adult_Ages_24_29 | Driver_Total_Low_Middle_Adult_Ages_30_39 | Driver_Total_Middle_Adult_Ages_40_49 | Driver_Total_Adult_Ages_50_64 | Driver_Total_Senior_Ages_65_69 | Driver_Total_Upper_Senior_Ages_70_plus | Vehicle_Youthful_Driver_Indicator | Vehicle_Youthful_Driver_Training_Code | Vehicle_Youthful_Good_Student_Code | Vehicle_Driver_Points | Vehicle_Safe_Driver_Discount_Indicator | EEA_Liability_Coverage_Only_Indicator | EEA_Multi_Auto_Policies_Indicator | EEA_Policy_Zip_Code_3 | EEA_Policy_Tenure | EEA_Agency_Type | EEA_Packaged_Policy_Indicator | EEA_Full_Coverage_Indicator | EEA_Prior_Bodily_Injury_Limit | EEA_PolicyYear | SYS_Renewed | SYS_New_Business | Annual_Premium | Claim_Count | Loss_Amount | Frequency | Severity | Loss_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 164532941 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43046 | 35 | 2004 | BUIK LESABRE LI | Standard | -1 | 11 | 1 | Farm | -1 | 5 | Unknown | Not Applicable | Y | 3 | 1000 | 250-500 | 100000 | N | -1 | Y | 500 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 75 | 75 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | N | 430 | 22.7 | Standard | N | Y | 100-400 | 2006 | Y | N | 320.12 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 164533241 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | Unknown | 35 | 1980 | CADILLAC 4-DOOR | Standard | -1 | 11 | 1 | Farm | -1 | 5 | Unknown | Not Applicable | N | 9 | 2000 | 100-300 | 50000 | N | -1 | Y | 50 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 71 | 71 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | N | Unknown | 47.1 | Preferred | N | Y | 100-200 | 2006 | Y | N | 259.70 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 164534633 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43555 | 17 | 2005 | PONT MONTANA SV | Standard | -1 | 10 | 1 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 2 | 50000 | 250-500 | 100000 | N | -1 | Y | 100 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 80 | 80 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | N | 435 | 47.2 | Non-standard | N | Y | 100-400 | 2006 | Y | N | 613.74 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 164534839 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43561 | 17 | 2005 | MERC GRAND MARQ | Standard | -1 | 12 | 1 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 2 | 5000 | 50-100 | 35000 | N | -1 | Y | 250 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 74 | 74 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | Y | 435 | 46.7 | Non-standard | Y | Y | 40-100 | 2006 | Y | N | 541.66 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 164534840 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43561 | 17 | 2005 | MERC GRAND MARQ | Standard | -1 | 12 | 1 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 2 | 5000 | 50-100 | 35000 | N | -1 | Y | 250 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 75 | 75 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | Y | 435 | 47.2 | Non-standard | Y | Y | 40-100 | 2006 | Y | N | 541.66 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 164534933 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43052 | 27 | 1985 | GMC S15 | Standard | -1 | 7 | 1 | Work | 10 | 5 | Unknown | Not Applicable | N | 9 | 5000 | 25-50 | 25000 | N | -1 | N | -1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 47 | 47 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | Y | 430 | 16.5 | Hybrid | Y | N | 20-50 | 2006 | Y | N | 164.30 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 164542135 | Standard | 6 | Direct Billed to Insured | Installment | N | 44095 | 31 | 2002 | FORD EXPLOR XLT | Standard | -1 | 11 | 1 | Pleasure | -1 | 5 | Unknown | Not Applicable | Y | 5 | 1000 | NaN | -1 | Y | 75000 | Y | 500 | 2 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 2 | 54 | 60 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 1 | N | N | Y | 440 | 16.5 | Preferred | Y | Y | NaN | 2006 | Y | N | 445.20 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | 164542433 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 42858 | 35 | 2005 | FORD F-150 SUPE | Standard | -1 | 16 | 1 | Farm | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 2 | 1000 | 250-500 | 100000 | N | -1 | Y | 1000 | 2 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 2 | 74 | 85 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | Y | 428 | 16.5 | Standard | Y | Y | 100-400 | 2006 | Y | N | 336.02 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 164543341 | Standard | 6 | Direct Billed to Insured | Pre-paid | Y | 42980 | 30 | 1991 | CHEV S10 BLAZER | Standard | -1 | 12 | 1 | Farm | -1 | 5 | Unknown | Not Applicable | N | 9 | -1 | 50-100 | 50000 | N | -1 | N | -1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 74 | 74 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | Y | Y | 429 | 46.3 | Non-standard | N | N | 40-100 | 2006 | Y | N | 103.88 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9 | 164544226 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 42597 | 30 | 2005 | CADI DEVILLE | Intermediate | -1 | 15 | 1 | Pleasure | -1 | 5 | Unknown | Not Applicable | Y | 2 | 1000 | 100-300 | 50000 | N | -1 | Y | 500 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 71 | 71 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | Y | N | Y | 425 | 16.5 | Hybrid | Y | Y | 100-200 | 2006 | Y | N | 505.62 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| PolicyNo | Policy_Company | Policy_Installment_Term | Policy_Billing_Code | Policy_Method_Of_Payment | Policy_Reinstatement_Fee_Indicator | Policy_Zip_Code_Garaging_Location | Vehicle_Territory | Vehicle_Make_Year | Vehicle_Make_Description | Vehicle_Performance | Vehicle_New_Cost_Amount | Vehicle_Symbol | Vehicle_Number_Of_Drivers_Assigned | Vehicle_Usage | Vehicle_Miles_To_Work | Vehicle_Days_Per_Week_Driven | Vehicle_Annual_Miles | Vehicle_Anti_Theft_Device | Vehicle_Passive_Restraint | Vehicle_Age_In_Years | Vehicle_Med_Pay_Limit | Vehicle_Bodily_Injury_Limit | Vehicle_Physical_Damage_Limit | Vehicle_Comprehensive_Coverage_Indicator | Vehicle_Comprehensive_Coverage_Limit | Vehicle_Collision_Coverage_Indicator | Vehicle_Collision_Coverage_Deductible | Driver_Total | Driver_Total_Male | Driver_Total_Female | Driver_Total_Single | Driver_Total_Married | Driver_Total_Related_To_Insured_Self | Driver_Total_Related_To_Insured_Spouse | Driver_Total_Related_To_Insured_Child | Driver_Total_Licensed_In_State | Driver_Minimum_Age | Driver_Maximum_Age | Driver_Total_Teenager_Age_15_19 | Driver_Total_College_Ages_20_23 | Driver_Total_Young_Adult_Ages_24_29 | Driver_Total_Low_Middle_Adult_Ages_30_39 | Driver_Total_Middle_Adult_Ages_40_49 | Driver_Total_Adult_Ages_50_64 | Driver_Total_Senior_Ages_65_69 | Driver_Total_Upper_Senior_Ages_70_plus | Vehicle_Youthful_Driver_Indicator | Vehicle_Youthful_Driver_Training_Code | Vehicle_Youthful_Good_Student_Code | Vehicle_Driver_Points | Vehicle_Safe_Driver_Discount_Indicator | EEA_Liability_Coverage_Only_Indicator | EEA_Multi_Auto_Policies_Indicator | EEA_Policy_Zip_Code_3 | EEA_Policy_Tenure | EEA_Agency_Type | EEA_Packaged_Policy_Indicator | EEA_Full_Coverage_Indicator | EEA_Prior_Bodily_Injury_Limit | EEA_PolicyYear | SYS_Renewed | SYS_New_Business | Annual_Premium | Claim_Count | Loss_Amount | Frequency | Severity | Loss_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 424421 | 381414400 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 42880 | 35 | 1977 | GMC K1500 JIMMY | Standard | -1 | 10 | 99 | Work | 20 | 5 | Unknown | Not Applicable | N | 9 | -1 | NaN | -1 | N | -1 | N | -1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 41 | 41 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 2 | N | N | Y | 428 | 0.0 | Preferred | N | N | NaN | 2006 | N | Y | 66.08 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424422 | 381444800 | Standard | 12 | Premium Finance | Pre-paid | N | 43438 | 26 | 2001 | TYTA TUNDRA SR5 | Standard | -1 | 15 | 99 | Farm | -1 | 5 | Unknown | Not Applicable | Y | 7 | 5000 | 100-300 | 50000 | N | -1 | Y | 500 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 29 | 29 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | N | N | Y | 434 | 0.0 | Hybrid | Y | Y | 100-200 | 2006 | Y | Y | 751.54 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424423 | 381467800 | Standard | 12 | Premium Finance | Pre-paid | N | 42525 | 35 | 2004 | MITS GALANT DE | Standard | -1 | 12 | 1 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 4 | 1000 | 100-300 | 50000 | N | -1 | Y | 500 | 1 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 22 | 22 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | Y | With or Without Driver Training | Not Eligible for Good Student Credit | 1 | N | N | N | 425 | 0.0 | Non-standard | N | Y | 100-200 | 2006 | N | Y | 664.50 | 1 | 571.19 | 2.134472 | 571.19 | 0.86 |
| 424424 | 381471900 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43427 | 31 | 2001 | DODG STRATUS SE | Standard | -1 | 16 | 4 | Work | 3 | 5 | Unknown | Not Applicable | Y | 7 | -1 | 25-50 | 25000 | N | -1 | Y | 500 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 22 | 22 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | Y | With or Without Driver Training | Not Eligible for Good Student Credit | 0 | N | N | Y | 434 | 0.0 | Non-standard | Y | Y | 20-50 | 2006 | N | Y | 649.55 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424425 | 381525500 | Standard | 12 | Premium Finance | Pre-paid | N | 42581 | 36 | 2007 | NSSN VERSA S-VE | Standard | -1 | 7 | 99 | Work | 5 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 1 | 5000 | 100-300 | 100000 | N | -1 | Y | 1000 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 35 | 35 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | N | N | Y | 425 | 0.0 | Non-standard | Y | Y | 100-200 | 2006 | Y | Y | 541.26 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424426 | 381713000 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 42851 | 35 | 1999 | PONT GR PRIX GT | Standard | -1 | 8 | 2 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 9 | 5000 | NaN | -1 | Y | 300000 | N | -1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 18 | 18 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Y | Without Driver Training | Not Eligible for Good Student Credit | 0 | N | N | N | 428 | 0.0 | Preferred | N | Y | NaN | 2006 | Y | Y | 162.55 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424427 | 381735600 | Standard | 6 | Direct Billed to Insured | Pre-paid | N | 43669 | 31 | 2000 | NSSN QUEST | Standard | -1 | 8 | 2 | Pleasure | -1 | 5 | Unknown | Active Disabling | Y | 8 | 5000 | 100-300 | 50000 | N | -1 | N | -1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 20 | 20 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | Y | Without Driver Training | Not Eligible for Good Student Credit | 0 | N | N | Y | 436 | 0.0 | Hybrid | Y | N | 100-200 | 2006 | Y | Y | 117.13 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424428 | 382057400 | Standard | 6 | Direct Billed to Insured | Installment | N | 42487 | 35 | 1997 | PONT TRANSSPORT | Standard | -1 | 8 | 1 | Pleasure | -1 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 9 | 50000 | 250-500 | 100000 | N | -1 | Y | 500 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 58 | 58 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | N | N | Y | 424 | 0.0 | Preferred | N | Y | 100-400 | 2006 | N | Y | 118.21 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424429 | 382162500 | Preferred | 6 | Direct Billed to Insured | Installment | N | 43360 | 31 | 1998 | PONT SUNFIRE SE | Standard | -1 | 17 | 1 | Pleasure | -1 | 5 | Unknown | Not Applicable | Y | 9 | 5000 | 50-100 | 50000 | N | -1 | N | -1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 30 | 30 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | N | Y | Y | 433 | 0.0 | Non-standard | N | N | 40-100 | 2006 | N | Y | 103.93 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |
| 424430 | 382348800 | Standard | 6 | Direct Billed to Insured | Installment | N | 43905 | 31 | 2006 | CHEV TRAILBLAZE | Standard | -1 | 12 | 1 | Work | 12 | 5 | Unknown | Passive Disabling-Vehicle Recovery | Y | 2 | -1 | NaN | -1 | N | -1 | N | -1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 44 | 44 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | N | Not Applicable | Not Eligible for Good Student Credit | 0 | N | N | Y | 439 | 0.0 | Non-standard | Y | N | NaN | 2006 | Y | Y | 281.24 | 0 | 0.00 | 0.000000 | 0.00 | 0.00 |